Analysis for SSFA project: NewEplsar model

Filtered strongly by < 5% NMP

Table of contents

  1. Used packages
  2. Global settings
  3. Load data
  4. Explore data
  5. Model specification
  6. Inference
    1. NewEplsar
  7. Summary

Used packages

Global settings

Output

Plotting

Computing

Load data

Show that everything is correct:

x1 indicates the software used, x2 indicates the treatment applied.

Exploration

We look at the overall relationship between both epLsar variants on ConfoMap.

Could be linear, but there is also a lot of noise.

Maybe different treatments have different behavior?

Too crowded, let's try it per dataset

Standardization in z scores

Model specification

Inference

NewEplsar

Verify model settings

Check prior choice

Prior choice is as intended: Broad over the data range.

Sampling

Check sampling

Posterior predictive distribution

Posterior check

Compare treatment differences with other epLsar values

Summary

Show where NewEplsar yields other results then epLsar:

Write out